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c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJi Hyun Bak, Jung Choi, Ilana Witten, Athena Akrami, Jonathan W. Pillow: Adaptive optimal training of animal behavior. NIPS 2016: 1939-1947
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott W. Linderman, Ryan P. Adams, Jonathan W. Pillow: Bayesian latent structure discovery from multi-neuron recordings. NIPS 2016: 2002-2010
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingbo Cai, Nicolas W. Schuck, Jonathan W. Pillow, Yael Niv: A Bayesian method for reducing bias in neural representational similarity analysis. NIPS 2016: 4952-4960
2015
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRoss S. Williamson, Maneesh Sahani, Jonathan W. Pillow: The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction. PLoS Computational Biology 11(4) (2015)
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnqi Wu, Il Memming Park, Jonathan W. Pillow: Convolutional spike-triggered covariance analysis for neural subunit models. NIPS 2015: 793-801
2014
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan Archer, Il Memming Park, Jonathan W. Pillow: Bayesian entropy estimation for countable discrete distributions. Journal of Machine Learning Research 15(1): 2833-2868 (2014)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, J. Patrick Weller, Gregory D. Horwitz, Jonathan W. Pillow: Bayesian Active Learning of Neural Firing Rate Maps with Transformed Gaussian Process Priors. Neural Computation 26(8): 1519-1541 (2014)
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan W. Archer, Urs Köster, Jonathan W. Pillow, Jakob H. Macke: Low-dimensional models of neural population activity in sensory cortical circuits. NIPS 2014: 343-351
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKenneth W. Latimer, E. J. Chichilnisky, Fred Rieke, Jonathan W. Pillow: Inferring synaptic conductances from spike trains with a biophysically inspired point process model. NIPS 2014: 954-962
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarin C. Knudson, Jacob L. Yates, Alexander Huk, Jonathan W. Pillow: Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit. NIPS 2014: 1215-1223
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnqi Wu, Mijung Park, Oluwasanmi Koyejo, Jonathan W. Pillow: Sparse Bayesian structure learning with dependent relevance determination priors. NIPS 2014: 1628-1636
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAgnieszka Grabska-Barwinska, Jonathan W. Pillow: Optimal prior-dependent neural population codes under shared input noise. NIPS 2014: 1880-1888
2013
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan Archer, Il Memming Park, Jonathan W. Pillow: Bayesian and Quasi-Bayesian Estimators for Mutual Information from Discrete Data. Entropy 15(5): 1738-1755 (2013)
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Oluwasanmi Koyejo, Joydeep Ghosh, Russell A. Poldrack, Jonathan W. Pillow: Bayesian Structure Learning for Functional Neuroimaging. AISTATS 2013: 489-497
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan Archer, Il Memming Park, Jonathan W. Pillow: Bayesian entropy estimation for binary spike train data using parametric prior knowledge. NIPS 2013: 1700-1708
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarin C. Knudson, Jonathan W. Pillow: Spike train entropy-rate estimation using hierarchical Dirichlet process priors. NIPS 2013: 2076-2084
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIl Memming Park, Evan Archer, Nicholas Priebe, Jonathan W. Pillow: Spectral methods for neural characterization using generalized quadratic models. NIPS 2013: 2454-2462
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIl Memming Park, Evan Archer, Kenneth W. Latimer, Jonathan W. Pillow: Universal models for binary spike patterns using centered Dirichlet processes. NIPS 2013: 2463-2471
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Jonathan W. Pillow: Bayesian inference for low rank spatiotemporal neural receptive fields. NIPS 2013: 2688-2696
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan Archer, Il Memming Park, Jonathan W. Pillow: Bayesian Entropy Estimation for Countable Discrete Distributions .CoRR abs/1302.0328 (2013)
2012
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Vidne, Yashar Ahmadian, Jonathon Shlens, Jonathan W. Pillow, Jayant Kulkarni, Alan M. Litke, E. J. Chichilnisky, Eero P. Simoncelli, Liam Paninski: Modeling the impact of common noise inputs on the network activity of retinal ganglion cells. Journal of Computational Neuroscience 33(1): 97-121 (2012)
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow, James G. Scott: Fully Bayesian inference for neural models with negative-binomial spiking. NIPS 2012: 1907-1915
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEvan Archer, Il Memming Park, Jonathan W. Pillow: Bayesian estimation of discrete entropy with mixtures of stick-breaking priors. NIPS 2012: 2024-2032
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Jonathan W. Pillow: Bayesian active learning with localized priors for fast receptive field characterization. NIPS 2012: 2357-2365
2011
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow, Yashar Ahmadian, Liam Paninski: Model-Based Decoding, Information Estimation, and Change-Point Detection Techniques for Multineuron Spike Trains. Neural Computation 23(1): 1-45 (2011)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYashar Ahmadian, Jonathan W. Pillow, Liam Paninski: Efficient Markov Chain Monte Carlo Methods for Decoding Neural Spike Trains. Neural Computation 23(1): 46-96 (2011)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Jonathan W. Pillow: Receptive Field Inference with Localized Priors. PLoS Computational Biology 7(10) (2011)
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIl Memming Park, Jonathan W. Pillow: Bayesian Spike-Triggered Covariance Analysis. NIPS 2011: 1692-1700
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Greg Horwitz, Jonathan W. Pillow: Active learning of neural response functions with Gaussian processes. NIPS 2011: 2043-2051
2009
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow: Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models. NIPS 2009: 1473-1481
2008
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPietro Berkes, Frank Wood, Jonathan W. Pillow: Characterizing neural dependencies with copula models. NIPS 2008: 129-136
2007
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow, Peter E. Latham: Neural characterization in partially observed populations of spiking neurons. NIPS 2007: 1161-1168
2005
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiam Paninski, Jonathan W. Pillow, Eero P. Simoncelli: Comparing integrate-and-fire models estimated using intracellular and extracellular data. Neurocomputing 65-66: 379-385 (2005)
2004
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiam Paninski, Jonathan W. Pillow, Eero P. Simoncelli: Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Encoding Model. Neural Computation 16(12): 2533-2561 (2004)
2003
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow, Eero P. Simoncelli: Biases in white noise analysis due to non-Poisson spike generation. Neurocomputing 52-54: 109-115 (2003)
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJonathan W. Pillow, Liam Paninski, Eero P. Simoncelli: Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Model. NIPS 2003: 1311-1318
2000
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard S. Zemel, Jonathan W. Pillow: Encoding multiple orientations in a recurrent network. Neurocomputing 32-33: 609-616 (2000)

Coauthor Index

1Ryan P. Adams[c23]
2Yashar Ahmadian[j8] [j7] [j6]
3Athena Akrami[c24]
4Evan Archer
Evan W. Archer
[j11] [c20] [j9] [c14] [c12] [c11] [i1] [c8]
5Ji Hyun Bak[c24]
6Pietro Berkes[c3]
7Mingbo Cai[c22]
8E. J. Chichilnisky[c19] [j8]
9Jung Choi[c24]
10Joydeep Ghosh[c15]
11Agnieszka Grabska-Barwinska[c16]
12Gregory D. Horwitz
Greg Horwitz
[j10] [c5]
13Alexander Huk[c18]
14Karin C. Knudson[c18] [c13]
15Urs Köster[c20]
16Oluwasanmi Koyejo[c17] [c15]
17Jayant Kulkarni[j8]
18Peter E. Latham[c2]
19Kenneth W. Latimer[c19] [c11]
20Scott W. Linderman[c23]
21Alan M. Litke[j8]
22Jakob H. Macke[c20]
23Yael Niv[c22]
24Liam Paninski[j8] [j7] [j6] [j4] [j3] [c1]
25Il Park 0002
Il Memming Park
[c21] [j11] [j9] [c14] [c12] [c11] [i1] [c8] [c6]
26Mijung Park[j10] [c17] [c15] [c10] [c7] [j5] [c5]
27Russell A. Poldrack[c15]
28Nicholas Priebe[c12]
29Fred Rieke[c19]
30Maneesh Sahani[j12]
31Nicolas W. Schuck[c22]
32James G. Scott[c9]
33Jonathon Shlens[j8]
34Eero P. Simoncelli[j8] [j4] [j3] [j2] [c1]
35Michael Vidne[j8]
36J. Patrick Weller[j10]
37Ross S. Williamson[j12]
38Ilana Witten[c24]
39Frank Wood[c3]
40Anqi Wu[c21] [c17]
41Jacob L. Yates[c18]
42Richard S. Zemel[j1]

 

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